{"id":"W3043570946","doi":"10.12688/f1000research.26098.1","title":"COVID-19 and beyond: a call for action and audacious solidarity to all the citizens and nations, it is humanity’s fight","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"Medical Research Council; Sanofi Genzyme; LEO Pharma; Innovative Medicines Initiative; AstraZeneca; Aimmune Therapeutics; Vanda Pharmaceuticals; Gilead Sciences; Seventh Framework Programme; Weizmann Institute of Science; European Federation of Pharmaceutical Industries and Associations; European Commission; Sanofi; Merck; Universitätsklinikum Köln; National Institute for Health and Care Research; Ministry of Education of the People's Republic of China; Regeneron Pharmaceuticals; Novartis; Science and Technology Commission of Shanghai Municipality; Ministero della Salute; Pfizer","keywords":"Pandemic; Solidarity; Humanity; Political science; Medicine; Virology; Development economics; Coronavirus disease 2019 (COVID-19); Economic growth; Law; Economics; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01397927,0.001533667,0.001250966,0.001443467,0.007222058,0.01908967,0.003312596,0.01547579,0.06222465],"category_scores_gemma":[0.02060826,0.0005501722,0.001344818,0.001144415,0.009010758,0.0188357,0.01299241,0.02577925,0.0314559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004871413,"about_ca_system_score_gemma":0.02426029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006828727,"about_ca_topic_score_gemma":0.01004482,"domain_scores_codex":[0.9899991,0.003503205,0.0004914765,0.0009761476,0.002889079,0.002141017],"domain_scores_gemma":[0.9701113,0.006217006,0.001201498,0.001376828,0.005816475,0.01527708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003624385,0.00003820313,0.0002391141,0.0002701383,0.0000126159,0.00009656487,0.0007342868,0.00004452721,0.0003126316,0.01691567,0.9415362,0.03976389],"study_design_scores_gemma":[0.000005793505,0.0000233143,0.0002507764,0.0004105475,0.000004395797,0.00009858182,0.001118066,0.00004034496,0.0001049733,0.008831366,0.989089,0.00002287324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008073729,0.02751748,0.001741932,0.8731186,0.07040568,0.00004633702,0.0004722567,0.0006268762,0.02526339],"genre_scores_gemma":[0.02205453,0.05056788,0.007948347,0.7893687,0.04338209,0.000160996,0.001864253,0.001012921,0.08364031],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06222465,"threshold_uncertainty_score":0.2081622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876370403034683,"score_gpt":0.4632113902619687,"score_spread":0.2755743499585004,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}